#cisco, Twitter, 11/25/2021 3:32:44 PM, 266972


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#cisco_2021-11-25_04-51-18.xlsx
#cisco_2021-11-25_04-51-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2021
Short Description:
#cisco via NodeXL https://bit.ly/3r5QOOQ
@cisco
@iotcybersec24
@botsecx
@cybersec_feeds
@ealgahtany
@slyconfig
@davidbombal
@ciscosecure
@42sz40
@iwiizkiid

Top hashtags:
#cisco
#cybersecurity
#networking
#infosec
#ibm
#ccna
#hp
#dell
#servers
#itad

Description:
Description
The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 13:04 UTC.

The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Thursday, 11 November 2021 at 01:11 UTC to Thursday, 25 November 2021 at 00:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1894
Unique Edges : 1078
Edges With Duplicates : 5318
Total Edges : 6396
Number of Edge Types : 5
Retweet : 1595
MentionsInRetweet : 1777
Tweet : 2253
Mentions : 676
Replies to : 95
Self-Loops : 2296
Reciprocated Vertex Pair Ratio : 0.0146028037383178
Reciprocated Edge Ratio : 0.0287852619458837
Connected Components : 567
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 979
Maximum Edges in a Connected Component : 4630
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.494755
Graph Density : 0.000484472610981044
Modularity : 0.296959
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 13:04 UTC.

The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Thursday, 11 November 2021 at 01:11 UTC to Thursday, 25 November 2021 at 00:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cisco
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[276] https://www.60it.com/sell-cisco
[247] https://www.bridgeoc.com/
[172] https://digitalhealthcareworldcongress.com/
[56] https://goo.gl/XIFnj
[37] https://www.youtube.com/watch?v=es7hEYS1woM&feature=youtu.be

[17] https://www.viewscoupon.com/2021/11/net-devops-cisco-python-automation.html
[14] http://the-trevi-group.jobs.mrinetwork.com/gEMTNY
[14] https://youtu.be/xmXyKOfBsIQ
[14] http://the-trevi-group.jobs.mrinetwork.com/dM5dNM
[14] https://youtu.be/PhKUc6lAnqw

Top URLs in Tweet in G1:
[8] https://www.bestciscodumps.com/questions?utm_source=twitter&utm_medium=questions%E5%88%86%E7%B1%BB%E9%A1%B5
[7] http://telecomnewsaggregator-jp.blogspot.com/
[7] http://telecomnewsaggregator.blogspot.com
[7] https://tools.cisco.com/security/center/publicationListing.x
[6] https://www.ie.logicalis.com/resources/5-benefits-of-cisco-zero-trust/
[4] https://www.ssisg.com/hybrid-work/
[4] https://www.ssisg.com/cloud-networking/
[4] https://meraki.cisco.com/sdwhat/en?ref=1hzdpfU
[3] https://www.instagram.com/accounts/login/
[3] https://www.comtek.co.uk

Top URLs in Tweet in G2:
[3] https://futurumresearch.com/cisco-global-hybrid-work-index-identifies-employee-priorities-in-post-pandemic-world/?utm_content=buffere9409&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.iot-now.com/2021/09/15/113000-iot-now-magazine-2021-q3/?source=sm
[2] https://telecomdrive.com/cisco-launches-digitization-program-in-thailand/
[2] https://telecomdrive.com/dish-cisco-partner-to-accelerate-5g-services/
[2] https://engage2demand.cisco.com/LP=28218?ccid=cc002483&dtid=oemels001119&ecid=30222&eid=105873&oid=sowit027442&utm_source=twitter&utm_medium=social&utm_campaign=futuretrn-news&utm_term=Cisco
[2] https://aappdigital-foroituser.it-events.es/?s=lk
[2] https://www.networkworld.com/article/3639488/cisco-naas-study-it-pros-are-interested-but-wary.html?utm_content=content&utm_source=twitter&utm_campaign=organic&utm_medium=social
[2] https://www.networkworld.com/article/3639845/cisco-tool-makes-it-easier-to-meld-sd-wan-security-domains.html?utm_source=twitter&utm_content=content&utm_medium=social&utm_campaign=organic
[2] https://www.cisco.com/c/pl_pl/partners/strefa-partnerow.html?dtid=osotwt000013&utm_source=country-soc&utm_medium=tw&utm_location=PL
[2] https://www.ciscolive.com/emear

Top URLs in Tweet in G3:
[166] https://digitalhealthcareworldcongress.com/
[56] https://goo.gl/XIFnj
[14] http://the-trevi-group.jobs.mrinetwork.com/gEMTNY
[14] https://youtu.be/xmXyKOfBsIQ
[14] http://the-trevi-group.jobs.mrinetwork.com/IX4Rxw
[14] https://youtu.be/GJD9G8e-0gs
[14] http://the-trevi-group.jobs.mrinetwork.com/dM5dNM
[14] https://youtu.be/PhKUc6lAnqw
[14] https://www.studynotesandtheory.com/single-post/How-Nawaris-Cracked-His-CISSP-Exam
[13] http://the-trevi-group.jobs.mrinetwork.com/hCAnkZ

Top URLs in Tweet in G4:
[36] https://www.youtube.com/watch?v=es7hEYS1woM&feature=youtu.be

[6] https://www.cisco.com/c/en/us/training-events/training-certifications/certifications/associate/essentials-webinar-series.html?ccid=20&dtid=social&oid=twitter
[3] https://www.youtube.com/watch?v=Lye3vXpeobs&feature=youtu.be

[2] http://developer.cisco.com/site/devnet/home/index.gsp
[2] https://www.lammle.com/post/10-days-of-blackfriday-new-ccna-practice-pack-mini-quizzes-posted/
[2] https://www.linkedin.com/slink?code=e-2CwKQ3
[2] https://www.youtube.com/watch?v=-_R5YuKuows&utm_source=twitter.com&utm_medium=social&utm_campaign=training-promo&utm_content=course-promo

[2] https://www.cbtnuggets.com/blog/training/new-training/new-training-advanced-network-automation-with-cisco-and-python/?utm_source=twitter.com&utm_medium=social&utm_campaign=training-promo&utm_content=course-promo
[1] https://ciscoredes.com.br/2019/10/14/blog-cisco-umbrella-meraki/
[1] https://twitter.com/NusaifRafeek/status/1463101890950926338

Top URLs in Tweet in G5:
[111] https://www.bridgeoc.com/
[3] https://careerportal.ceipal.com/jobs/career/a9ad5f2808f68eea468621a04c49efe1/0b07c4aabfdc28bb8236e195c401e1b2#.YZe1ZL5IiaA.twitter
[2] https://devnetsandbox.cisco.com/Account/Login?ReturnUrl=/
[2] https://careerportal.ceipal.com/jobs/career/a9ad5f2808f68eea468621a04c49efe1/0b07c4aabfdc28bb8236e195c401e1b2#.YZz8f8lfvDI.twitter
[2] https://careerportal.ceipal.com/jobs/career/a9ad5f2808f68eea468621a04c49efe1/0b07c4aabfdc28bb8236e195c401e1b2#.YZuehFy4LeQ.twitter
[2] https://www.youtube.com/watch?v=14wlHSs9kOc

[2] https://www.youtube.com/watch?v=BTptLjlk6p4

[2] https://bit.ly/3Hlk7m5
[1] https://www.slyconfig.com/post/8-study-methods-that-helped-me-study-for-my-ccna-ccnp-encor
[1] https://twitter.com/LearningatCisco/status/1456728027472269315

Top URLs in Tweet in G6:
[1] https://www.cisco.com/web/offer/emea/7193/docs/Agilent_Netzwerk.pdf

Top URLs in Tweet in G7:
[6] https://tools.cisco.com/security/center/publicationListing.x?product=All&sort=-day_sir#~Vulnerabilities
[4] https://www.cisco.com/c/en/us/support/web/cloud-status.html
[4] https://digitalhealthcareworldcongress.com/
[1] https://www.cisco.com/c/it_it/products/promotion-offer-on-umbrella.html?dtid=osotwt000013&utm_source=country-soc&utm_medium=tw&utm_location=IT

Top URLs in Tweet in G9:
[15] https://www.viewscoupon.com/2021/11/net-devops-cisco-python-automation.html
[9] https://www.csestack.org/cisco-online-test-pattern-interview-questions-freshers/
[6] https://www.freeonlinecoursesnet.online/2021/11/mcsd-70-483-c-preparation-course-2-full.html
[4] https://www.onlinecoursesnet.online/2021/07/new-ultimate-aws-certified-database.html
[4] https://mostriview.blogspot.com/2021/05/aws-certified-machine-learning.html
[3] https://www.onlinecoursesnet.online/2021/06/learn-ethical-hacking-from-scratch.html
[3] https://play.google.com/store/apps/details?id=com.tikinc.videodownloader.fastdownloader.freedownloader
[2] https://mostriview.blogspot.com/2021/11/2021-data-sciencemachinelearning.html
[2] https://mostriview.blogspot.com/2021/11/web-scraping-for-data-science-python-selenium-basics.html
[2] https://contempediacom.blogspot.com/2021/05/aws-certified-machine-learning.html

Top Domains
Top Domains in Tweet in Entire Graph:
[301] 60it.com
[285] cybersec24.com
[281] infl.tv
[247] bridgeoc.com
[173] digitalhealthcareworldcongress.com
[155] cisco.com
[95] youtube.com
[93] studynotesandtheory.com
[91] linkedin.com
[88] mrinetwork.com

Top Domains in Tweet in G1:
[60] cisco.com
[42] linkedin.com
[17] co.uk
[16] blogspot.com
[13] youtube.com
[10] twitter.com
[9] careerarc.com
[8] bestciscodumps.com
[8] ssisg.com
[8] logicalis.com

Top Domains in Tweet in G2:
[271] infl.tv
[12] cisco.com
[5] comptek.ru
[5] networkworld.com
[4] telecomdrive.com
[4] futurumresearch.com
[4] linkedin.com
[4] okt.to
[3] twitter.com
[3] crn.com

Top Domains in Tweet in G3:
[285] cybersec24.com
[167] digitalhealthcareworldcongress.com
[93] studynotesandtheory.com
[88] mrinetwork.com
[87] youtu.be
[56] goo.gl
[27] cisco.com
[22] internetworks.in
[18] talosintelligence.com
[16] linkedin.com

Top Domains in Tweet in G4:
[44] youtube.com
[20] cisco.com
[9] thenetworkdna.com
[9] linkedin.com
[6] infl.tv
[4] cbtnuggets.com
[3] twitter.com
[3] lammle.com
[3] credly.com
[2] flackbox.com

Top Domains in Tweet in G5:
[111] bridgeoc.com
[10] ceipal.com
[8] youtube.com
[3] bit.ly
[2] twitter.com
[2] netacad.com
[2] cisco.com
[1] slyconfig.com
[1] co.uk
[1] instagram.com

Top Domains in Tweet in G6:
[1] cisco.com

Top Domains in Tweet in G7:
[11] cisco.com
[4] digitalhealthcareworldcongress.com

Top Domains in Tweet in G9:
[15] viewscoupon.com
[10] blogspot.com
[9] csestack.org
[7] onlinecoursesnet.online
[6] freeonlinecoursesnet.online
[3] google.com
[2] digitalhealthcareworldcongress.com
[1] linkedin.com
[1] heptagon.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3631] cisco
[526] cybersecurity
[434] networking
[342] infosec
[337] ibm
[334] ccna
[328] hp
[308] dell
[303] servers
[302] itad



Top Hashtags in Tweet in G1:
[652] cisco
[33] microsoft
[32] network
[32] security
[30] networking
[29] ccna
[17] webex
[16] technology
[16] sdwan
[15] meraki

Top Hashtags in Tweet in G2:
[372] cisco
[262] ciscogateway
[7] ciscocxdigital
[7] ciscops21
[6] endpointsecurity
[5] webinar
[5] hybridwork
[4] naas
[4] networkasaservice
[4] sdwan

Top Hashtags in Tweet in G3:
[1072] cisco
[466] cybersecurity
[327] infosec
[301] ethicalhacking
[285] cybersecuritytips
[285] cybersecuritynews
[179] business
[124] networkengineer
[120] ccnp
[118] security

Top Hashtags in Tweet in G4:
[110] cisco
[40] ccna
[27] ccnp
[24] networking
[17] ccie
[17] networks
[11] bgp
[10] routing
[9] networksbaseline
[9] networkengineers

Top Hashtags in Tweet in G5:
[226] cisco
[76] microsoftteams
[74] ccna
[54] labeveryday
[39] skype4b
[36] blacktechtwitter
[33] ccnp
[32] techtwitter
[30] aone
[26] python

Top Hashtags in Tweet in G6:
[62] cisco
[35] network
[27] cybersecurity
[1] ccna
[1] security
[1] امن_معلومات

Top Hashtags in Tweet in G7:
[15] cisco
[5] security
[5] infosec
[4] status
[2] iot
[2] ai
[1] advisories
[1] ciscoalert
[1] digitaltransformation
[1] stocks

Top Hashtags in Tweet in G8:
[41] giveaway
[6] cisco
[2] blackintech
[2] networking
[1] ccna
[1] duosecurity
[1] duo
[1] cybersecurity
[1] blackintechuk
[1] amp

Top Hashtags in Tweet in G9:
[43] cisco
[26] devops
[23] 100daysofcode
[23] docker
[22] deeplearning
[15] udemycoupon
[13] udemy
[12] itcertification
[10] iot
[9] awscertification

Top Hashtags in Tweet in G10:
[28] cisco
[27] fmarinos
[27] jリーグ
[1] ciscops21

Top Words
Top Words in Tweet in Entire Graph:
[3621] #cisco
[2360] cisco
[867] iotcybersec24
[526] #cybersecurity
[509] 2021
[434] #networking
[347] networking
[342] #infosec
[337] #ibm
[334] #ccna

Top Words in Tweet in G1:
[648] #cisco
[294] cisco
[78] more
[49] 2021
[43] security
[37] network
[33] #microsoft
[33] help
[32] #network
[32] #security

Top Words in Tweet in G2:
[461] cisco
[369] #cisco
[262] #ciscogateway
[184] below
[162] 3d
[119] hybrid
[118] link
[113] click
[109] work
[97] infrastructure

Top Words in Tweet in G3:
[1081] #cisco
[867] iotcybersec24
[797] cisco
[466] #cybersecurity
[327] #infosec
[301] #ethicalhacking
[285] #cybersecuritytips
[285] #cybersecuritynews
[241] gbe
[228] ports

Top Words in Tweet in G4:
[110] #cisco
[47] davidbombal
[47] network
[42] cisco
[41] video
[40] youtube
[40] #ccna
[40] automation
[40] more
[36] world

Top Words in Tweet in G5:
[221] #cisco
[116] ndbridge
[114] bridge
[94] communications
[78] cisco
[76] #microsoftteams
[74] #ccna
[55] console
[54] #labeveryday
[52] unified

Top Words in Tweet in G6:
[62] #cisco
[54] ccna
[36] من
[35] #network
[35] communication
[35] protocols
[35] map
[35] خريطة
[35] شركة
[35] سسكو

Top Words in Tweet in G7:
[15] #cisco
[12] 2021
[10] cisco
[7] 17
[7] 11
[6] security
[6] advisories
[6] alerts
[6] showing
[6] 20

Top Words in Tweet in G8:
[82] ccna
[42] cisco
[41] iwiizkiid
[41] #giveaway
[41] x1
[41] 200
[41] 301
[41] udemy
[41] course
[41] perfect

Top Words in Tweet in G9:
[43] #cisco
[26] #devops
[23] gt
[23] #100daysofcode
[23] #docker
[22] #deeplearning
[18] python
[17] automation
[15] #udemycoupon
[15] net

Top Words in Tweet in G10:
[28] cisco_japan
[28] #cisco
[27] half
[27] time
[27] presented
[27] 2021明治安田生命j1リーグ
[27] 第36節
[27] 浦和レッズ
[27] 横浜f
[27] マリノス

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[524] iotcybersec24,#cisco
[303] #cisco,#dell
[301] #itad,#servers
[301] #servers,#cisco
[301] #dell,#ibm
[301] #ibm,#hp
[289] wanted,used
[289] used,servers
[285] #cybersecurity,#cybersecuritytips
[285] #cybersecuritytips,#cybersecuritynews

Top Word Pairs in Tweet in G1:
[23] sd,wan
[17] 2021,11
[15] #うひーメモ,投稿時間
[15] 投稿時間,2021
[14] learn,more
[13] more,information
[12] #microsoft,#cisco
[12] more,cisco
[11] more,#cisco
[11] #cisco,#ccna

Top Word Pairs in Tweet in G2:
[230] #cisco,#ciscogateway
[118] link,below
[113] click,link
[108] hybrid,work
[83] wi,fi
[81] latest,software
[81] software,release
[81] release,cisco
[81] cisco,dna
[81] dna,center

Top Word Pairs in Tweet in G3:
[524] iotcybersec24,#cisco
[285] #cybersecurity,#cybersecuritytips
[285] #cybersecuritytips,#cybersecuritynews
[285] #cybersecuritynews,#infosec
[285] #infosec,#ethicalhacking
[181] gbe,ports
[167] cisco,business
[163] 00,cisco
[156] #cisco,#business
[151] gigabit,ethernet

Top Word Pairs in Tweet in G4:
[40] youtube,video
[36] world,network
[36] network,automation
[36] automation,top
[36] top,skills
[36] skills,jobs
[36] jobs,certs
[36] certs,laptops
[36] laptops,more
[36] more,youtube

Top Word Pairs in Tweet in G5:
[49] unified,communications
[48] cloud,suite
[47] bridge,operator
[47] bridge,cloud
[45] operator,console
[41] cisco,unified
[37] #cisco,#ccna
[37] #microsoftteams,#skype4b
[37] #skype4b,#cisco
[33] #microsoftteams,#cisco

Top Word Pairs in Tweet in G6:
[35] #cisco,#network
[35] #network,communication
[35] communication,protocols
[35] protocols,map
[35] map,خريطة
[35] خريطة,من
[35] من,شركة
[35] شركة,سسكو
[35] سسكو,توضح
[35] توضح,بروتوكولات

Top Word Pairs in Tweet in G7:
[7] 11,2021
[6] cisco,security
[6] security,advisories
[6] advisories,alerts
[6] alerts,17
[6] 17,11
[6] 2021,showing
[6] showing,20
[6] 20,4376
[5] #cisco,#security

Top Word Pairs in Tweet in G8:
[41] #giveaway,x1
[41] x1,cisco
[41] cisco,ccna
[41] ccna,200
[41] 200,301
[41] 301,udemy
[41] udemy,course
[41] course,perfect
[41] perfect,attain
[41] attain,ccna

Top Word Pairs in Tweet in G9:
[22] #devops,#cisco
[22] #cisco,#docker
[22] #docker,#deeplearning
[15] #udemycoupon,gt
[15] net,devops
[15] devops,cisco
[15] cisco,python
[15] python,automation
[15] automation,netconf
[15] netconf,sdn

Top Word Pairs in Tweet in G10:
[27] half,time
[27] time,presented
[27] presented,cisco_japan
[27] cisco_japan,2021明治安田生命j1リーグ
[27] 2021明治安田生命j1リーグ,第36節
[27] 第36節,浦和レッズ
[27] 浦和レッズ,横浜f
[27] 横浜f,マリノス
[27] マリノス,#fmarinos
[27] #fmarinos,#jリーグ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iotcybersec24
@cisco
@notes_theory
@iotworldforum
@slyconfig
@davidbombal
@iwiizkiid
@programmersamar
@ealgahtany
@shellykramer

Top Mentioned in G1:
@hostingjournal
@free1_udemy
@itatechnocenter
@educacionbogota
@fbolanosf
@godwinchalz
@elyex

Top Mentioned in G2:
@cisco
@shellykramer
@ciscosecure
@ciscopartners
@ciscocx
@mcooney59
@networkworld
@ciscocollab
@intel

Top Mentioned in G3:
@iotcybersec24
@notes_theory
@iotworldforum
@adtechofficial
@cisco
@ebay
@syntropynet
@cryptodreams8
@ekaspacellc
@edgarfr18856619

Top Mentioned in G4:
@davidbombal
@learningatcisco
@networksbaselin
@cisco_support
@ciscochampion
@ciscodevnet
@cisco
@ciscogateway
@lammle
@kwallaceccie

Top Mentioned in G5:
@slyconfig
@bernardsworld
@obinnachris5
@flasoft1
@jstillfresh
@it_taye
@bocannagomez
@gmyn
@atuandra
@tansoncorp

Top Mentioned in G6:
@programmersamar
@ealgahtany
@khaliidviip
@researcherbadr
@r00t_nasser

Top Mentioned in G7:
@ciscoitalia
@generaliitalia
@iotworldforum
@thegearbest
@arubait
@yandexsupport
@retegarr
@infocert_it
@upc_
@switzerland

Top Mentioned in G8:
@iwiizkiid
@eazyp10
@labeveryday
@learningatcisco

Top Mentioned in G9:
@codingpseudo
@ani_chaudhari
@meteocat
@mmarkimark
@asmakhan_345
@bukmedianet
@cousesites1
@onlinec94005430
@csestack
@heptagontech

Top Mentioned in G10:
@cisco_japan
@prompt_fmarinos
@nakagawa_ichiro

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@robinsnewswire
@chidambara09
@tradermarcocost
@kanekos69
@gambiste1
@xaelbot
@codedailybot
@evankirstel

Top Tweeters in G1:
@presshub_gr
@uhiiman
@marketsday
@miragenewscom
@talkmarkets
@yokekung
@zaki_hmkc
@saipaannana
@lgcommai
@elyex

Top Tweeters in G2:
@evankirstel
@ansisegle
@nytimes
@infullbloomus
@shellykramer
@vikasmohanproac
@networkrail
@mistygirlph
@johnkoetsier
@bcstrat

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@cybersecurityn8
@100daysof2020
@botcybersec
@ebtesam00369622
@discord
@jacobussystems
@education_24x7
@pythonexpertbot

Top Tweeters in G4:
@bills_bot
@morochosve
@mclynd
@yogeshbang
@kingron_12
@32gallardoj
@patrickimoh
@citylifematt
@larialgenviller
@runningreengirl

Top Tweeters in G5:
@ipythonistabot
@dataaugmented
@azuerbot
@opensource_orgs
@blkhwk0ps
@developerbot_v1
@responficient11
@mixxdattnegroo
@rahul05ranjan
@alternative200

Top Tweeters in G6:
@saleh9570
@shs142
@sslsip
@akhashaan
@tch_boy
@suliman_it
@salah1alhammadi
@ahmadzarnooqi
@mahmoudeldeeb57
@manoor373

Top Tweeters in G7:
@chidambara09
@telstra
@tmobile
@o2de
@42sz40
@ninecomau
@airtelindia
@outlook
@switzerland
@comcast

Top Tweeters in G8:
@coder_487
@ucloudify
@masonsmvp
@pelumifako
@fekitcba
@dekouga
@labeveryday
@rosettaviarengo
@eastflat50s
@jyayo87

Top Tweeters in G9:
@xaelbot
@codedailybot
@thedeveloperbot
@morolswediu
@djangobot_
@hubofml
@coderretweet
@ml_tweet_bot
@_funbot
@fullnam35087976

Top Tweeters in G10:
@nollyzoo
@doragoniccerezo
@amsjyu
@haihai_street
@complexnum3er
@tong1980
@tricolorebanbi
@satoumasanoriur
@tiger_9803
@tmr_mishioka